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Lets AI agents run unified web, GitHub, and GitLab searches efficiently.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "Search MCP Server" yet — see the docs or source repo.
Search across the web, GitHub, and GitLab for open-source implementations of vector database access control. Prioritize projects active in the last two years with solid documentation, and rerank by relevance.
A unified list of candidate projects with sources, summaries, activity signals, and ranked recommendations.
Run a unified search on artifact signature verification in CI/CD. Gather web articles, GitHub example repositories, and relevant GitLab projects; if one source is weak, fall back to other available providers automatically.
A cross-source research summary with links worth reviewing in more depth.
When I ask about Playwright visual regression testing best practices, first run a unified search across the web, GitHub, and GitLab, use caching to speed up repeated queries, and then organize the most relevant findings for me.
A structured background brief that reduces repeated search time and improves answer quality.
Expose GitHub search, issue handling, and PR review to AI agents.
Integrate Google Search into AI apps for real-time web retrieval.
Enable AI agents to search the web and extract useful page content.
Lets AI read and manage GitLab projects, MRs, issues, and pipelines.
Enable AI agents to search the web and retrieve structured results.
Enable self-hosted deep web research for AI agents without API keys.